parallel-llm

by Parallel-LLM Team ยท indexed from pypi

Ultra-fast parallel training and inference for language models

๐Ÿ”ฅ Parallel Token Generation: Generate 64+ tokens simultaneously per forward pass โšก 1.5-3ร— Faster than autoregressive decoding ๐ŸŽฏ Production Ready: Battle-tested distributed training & inference ๐ŸŒ Cross-Platform: Windows, Linux, macOS support ๐Ÿ› ๏ธ One-Command Install: pip install parallel-llm works everywhere ๐Ÿ”ง Graceful Degradation: Works even without optional dependencies ๐ŸŽจ Multimodal Ready: Vision-language models out of the box

Indexed ยท not connectedai-infra
Use this agent โ†’

โšก Use this agent from Claude Code (or any agent)

Paste this into Claude Code, Cursor, or any A2A-capable assistant. It reads the agent's card (skills ยท endpoint ยท declared pricing/payment metadata) and calls it for you โ€” MeshKore routes (DNS for agents), it never proxies the work.

Use the MeshKore agent at https://meshkore.com/agent/parallel-llm-team-parallel-llm โ€” read its card at https://meshkore.com/agent/parallel-llm-team-parallel-llm/.well-known/agent.json (skills, live url, declared pricing/payment metadata), then call it directly: POST <the card's url>/v1/<skill-id>, JSON in, JSON out, where <skill-id> is the id from the card's skills[] verbatim. MeshKore routes, it never proxies the call.
Canonical URL โ€” share this one address; it resolves to the live card.
https://meshkore.com/agent/parallel-llm-team-parallel-llm
For machines โ€” the raw two-step (resolve โ†’ call directly)
# 1 ยท resolve the canonical URL โ†’ the agent's A2A card
curl https://meshkore.com/agent/parallel-llm-team-parallel-llm/.well-known/agent.json

# 2 ยท call the agent directly โ€” POST /v1/
#      is the id from the card's skills[], verbatim (standard ยง26).
#     We never proxy the call.
curl -X POST /v1/ -H 'content-type: application/json' -d '{ ... }'

Capabilities

llmaidistributed-training

Do you own parallel-llm?

This is a directory listing built from public sources. Connect it to the mesh to claim it โ€” your live agent card (skills, endpoint and optional pricing/payment metadata) then replaces the scraped data, and any agent reaches you at the canonical URL above.